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One-Year Mortality in Older Patients with Cancer: Development and External Validation of an MNA-Based Prognostic Score
PURPOSE: The MNA (Mini Nutritional Assessment) is known as a prognosis factor in older population. We analyzed the prognostic value for one-year mortality of MNA items in older patients with cancer treated with chemotherapy as the basis of a simplified prognostic score. METHODS: The prospective deri...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4747505/ https://www.ncbi.nlm.nih.gov/pubmed/26859298 http://dx.doi.org/10.1371/journal.pone.0148523 |
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author | Bourdel-Marchasson, Isabelle Diallo, Abou Bellera, Carine Blanc-Bisson, Christelle Durrieu, Jessica Germain, Christine Mathoulin-Pélissier, Simone Soubeyran, Pierre Rainfray, Muriel Fonck, Mariane Doussau, Adelaïde |
author_facet | Bourdel-Marchasson, Isabelle Diallo, Abou Bellera, Carine Blanc-Bisson, Christelle Durrieu, Jessica Germain, Christine Mathoulin-Pélissier, Simone Soubeyran, Pierre Rainfray, Muriel Fonck, Mariane Doussau, Adelaïde |
author_sort | Bourdel-Marchasson, Isabelle |
collection | PubMed |
description | PURPOSE: The MNA (Mini Nutritional Assessment) is known as a prognosis factor in older population. We analyzed the prognostic value for one-year mortality of MNA items in older patients with cancer treated with chemotherapy as the basis of a simplified prognostic score. METHODS: The prospective derivation cohort included 606 patients older than 70 years with an indication of chemotherapy for cancers. The endpoint to predict was one-year mortality. The 18 items of the Full MNA, age, gender, weight loss, cancer origin, TNM, performance status and lymphocyte count were considered to construct the prognostic model. MNA items were analyzed with a backward step-by-step multivariate logistic regression and other items were added in a forward step-by-step regression. External validation was performed on an independent cohort of 229 patients. RESULTS: At one year 266 deaths had occurred. Decreased dietary intake (p = 0.0002), decreased protein-rich food intake (p = 0.025), 3 or more prescribed drugs (p = 0.023), calf circumference <31cm (p = 0.0002), tumor origin (p<0.0001), metastatic status (p = 0.0007) and lymphocyte count <1500/mm(3) (0.029) were found to be associated with 1-year mortality in the final model and were used to construct a prognostic score. The area under curve (AUC) of the score was 0.793, which was higher than the Full MNA AUC (0.706). The AUC of the score in validation cohort (229 subjects, 137 deaths) was 0.698. CONCLUSION: Key predictors of one-year mortality included cancer cachexia clinical features, comorbidities, the origin and the advanced status of the tumor. The prognostic value of this model combining a subset of MNA items and cancer related items was better than the full MNA, thus providing a simple score to predict 1-year mortality in older patients with an indication of chemotherapy. |
format | Online Article Text |
id | pubmed-4747505 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-47475052016-02-22 One-Year Mortality in Older Patients with Cancer: Development and External Validation of an MNA-Based Prognostic Score Bourdel-Marchasson, Isabelle Diallo, Abou Bellera, Carine Blanc-Bisson, Christelle Durrieu, Jessica Germain, Christine Mathoulin-Pélissier, Simone Soubeyran, Pierre Rainfray, Muriel Fonck, Mariane Doussau, Adelaïde PLoS One Research Article PURPOSE: The MNA (Mini Nutritional Assessment) is known as a prognosis factor in older population. We analyzed the prognostic value for one-year mortality of MNA items in older patients with cancer treated with chemotherapy as the basis of a simplified prognostic score. METHODS: The prospective derivation cohort included 606 patients older than 70 years with an indication of chemotherapy for cancers. The endpoint to predict was one-year mortality. The 18 items of the Full MNA, age, gender, weight loss, cancer origin, TNM, performance status and lymphocyte count were considered to construct the prognostic model. MNA items were analyzed with a backward step-by-step multivariate logistic regression and other items were added in a forward step-by-step regression. External validation was performed on an independent cohort of 229 patients. RESULTS: At one year 266 deaths had occurred. Decreased dietary intake (p = 0.0002), decreased protein-rich food intake (p = 0.025), 3 or more prescribed drugs (p = 0.023), calf circumference <31cm (p = 0.0002), tumor origin (p<0.0001), metastatic status (p = 0.0007) and lymphocyte count <1500/mm(3) (0.029) were found to be associated with 1-year mortality in the final model and were used to construct a prognostic score. The area under curve (AUC) of the score was 0.793, which was higher than the Full MNA AUC (0.706). The AUC of the score in validation cohort (229 subjects, 137 deaths) was 0.698. CONCLUSION: Key predictors of one-year mortality included cancer cachexia clinical features, comorbidities, the origin and the advanced status of the tumor. The prognostic value of this model combining a subset of MNA items and cancer related items was better than the full MNA, thus providing a simple score to predict 1-year mortality in older patients with an indication of chemotherapy. Public Library of Science 2016-02-09 /pmc/articles/PMC4747505/ /pubmed/26859298 http://dx.doi.org/10.1371/journal.pone.0148523 Text en © 2016 Bourdel-Marchasson et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Bourdel-Marchasson, Isabelle Diallo, Abou Bellera, Carine Blanc-Bisson, Christelle Durrieu, Jessica Germain, Christine Mathoulin-Pélissier, Simone Soubeyran, Pierre Rainfray, Muriel Fonck, Mariane Doussau, Adelaïde One-Year Mortality in Older Patients with Cancer: Development and External Validation of an MNA-Based Prognostic Score |
title | One-Year Mortality in Older Patients with Cancer: Development and External Validation of an MNA-Based Prognostic Score |
title_full | One-Year Mortality in Older Patients with Cancer: Development and External Validation of an MNA-Based Prognostic Score |
title_fullStr | One-Year Mortality in Older Patients with Cancer: Development and External Validation of an MNA-Based Prognostic Score |
title_full_unstemmed | One-Year Mortality in Older Patients with Cancer: Development and External Validation of an MNA-Based Prognostic Score |
title_short | One-Year Mortality in Older Patients with Cancer: Development and External Validation of an MNA-Based Prognostic Score |
title_sort | one-year mortality in older patients with cancer: development and external validation of an mna-based prognostic score |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4747505/ https://www.ncbi.nlm.nih.gov/pubmed/26859298 http://dx.doi.org/10.1371/journal.pone.0148523 |
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